Title :
Dynamic path planning for coordinated motion of multiple mobile robots
Author :
Langerwisch, Marco ; Wagner, Bernardo
Author_Institution :
Real Time Syst. Group (RTS), Leibniz Univ. Hannover, Hannover, Germany
Abstract :
This paper presents an approach of calculating coordinated paths for multiple mobile robots operating in the same environment. Therefore, the presented approach extends the configuration space with a time component. Based on an A* algorithm, it calculates collision free paths of multiple robots. Moreover, it is capable of replanning the path in dynamic environments without doing an iterated A* path planning from scratch. The correctness of the approach is proven, and experiments show the achieved improvement in computation time compared to an iterated path planning from scratch. A lattice type state space representation based on short motion sequences is applied to the approach, resulting in more realistic and traversable trajectories for vehicles. The feasibility is shown by letting a simulated convoy turn autonomously to the opposite direction.
Keywords :
computational complexity; iterative methods; mobile robots; path planning; robot dynamics; A* algorithm; computation time; configuration space; coordinated motion; dynamic path planning; iterated path planning; lattice type state space representation; multiple mobile robots; short motion sequences; time component; Heuristic algorithms; Planning; Robot kinematics; Trajectory; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4577-2198-4
DOI :
10.1109/ITSC.2011.6083047